Our Projects
Discover how we're using machine learning and data science to solve real-world problems and create meaningful impact in our community and beyond.
From healthcare innovations to sustainability solutions, our projects demonstrate the power of data-driven insights and collaborative problem-solving.
Our Approach
Our mission is to provide hands-on education for Georgia Tech students in data infrastructure, artificial intelligence, machine learning, and visualization through long-term projects aligned with United Nations sustainability goals and interactive workshops.
Data Analysis & ML
Advanced machine learning algorithms and statistical analysis to extract meaningful insights from complex datasets.
Platform & Infrastructure
Robust data infrastructure and scalable platforms that support large-scale data processing and storage.
Data Visualization
Interactive dashboards and compelling visualizations that make complex data accessible and actionable.
Current Projects
Explore our active initiatives that are shaping the future of data science and AI applications.
Aug 2025 - Present
Perfect Punch
AI-Powered Boxing Training Analytics
Revolutionizing boxing training with AI-powered, hardware-free analytics for enhanced performance and safety
Aug 2024 - Present
VR State Analysis
Real-Time VR Sensor Data Analysis
Predict stress, emotions, and disease risk from already-available VR headset motion sensor data in real-time.
Aug 2025 - Present
Aquatic Sustainability
Water Affordability & Sustainability Analytics
Analyzing watershed anomalies and water affordability patterns to protect at-risk communities and support UN Clean Water goals.
Jan 2025 - Present
SimpliEarn
Financial Data Visualization
Making financial earnings calls easy and understandable to novice investors through an interactive dashboard.
Jan 2025 - Present
Stinger Delay
AI-Powered Transit Delay Prediction
Using AI to improve the quality of public transportation at Georgia Tech by providing delay predictions for the Stinger buses.
Aug 2025 - Present
TerraTrends
Economic & Regional Trend Forecasting
Using AI/ML to forecast economic and regional trends, to empower small and medium business owners expand strategically.
Jan 2025 - Present
DataGen
Custom Dataset Generation
Generating custom datasets by learning from user feedback to help engineers and researchers acquire large amounts of data from the web.
Aug 2024 - Present
SmartPathAI
Personalized AI Learning Paths
Transform your mistakes into mastery with AI-powered personalized learning paths.
Aug 2025 - Present
FishCast
Marine Population Prediction
Predicting marine population movement using climate time series modeling and machine learning.
Past Projects
A showcase of completed projects that have delivered valuable insights and solutions.
2022
Wildfire Detection
AI-Powered Wildfire Detection
Detect potential wildfires with an interactive visualization based on hybrid ML models trained on a custom dataset.
2022
Fake News Detection
AI-Powered Misinformation Detection
Identify misinformation in highlighted text with a Chrome extension powered by a hybrid LSTM-CNN deep learning model.
2022
Traffic Congestion
Traffic Delay Prediction & Visualization
Visualize predicted traffic delay geographically to assist city planners with improving road infrastructure and drivers using live data acquired from a Waze partnership.
2024
Flight Delay Detection
Flight Delay Prediction Tool
Ease traveler's frustrations with a Chrome extension to predict delays in their flights before purchasing a ticket to their destination.
2024
Arrhythmia Detection
Heart Sound Analysis & Detection
Detect arrhythmia by analyzing heart sound data with machine learning algorithms.
BDBI Launchpad
Conceptualized in Fall 2024 - A new and improved method to discover Project Leads
The New Approach
Old Way
Online application process
New Way
Organic, community-driven system
Success Stories
Projects born from our community-driven approach:
• SimpliEarn
• Stinger Delay
• DataGen
• And countless more!
Why This Change?
We want leaders who bring their own ideas to the table
We want Project Leads to feel supported from day one
We want to back people willing to act upon a vision and make it reality
Program Timeline
What is a Project Lead?
Lead 10-15 driven students to bring your idea to life
Receive up to $500 in funds to bring your project to life
Run weekly meetings with your team
Gain guidance + mentorship from industry AI/ML Engineers, GT Professors + Research Faculty
Connect with venture capital firms & startup incubators
Benefits & Opportunities
Open-source your project on our club GitHub repo (shared with industry partners!)
Become a BDBI Board Member
Priority access to recruiters + industry contacts
Major resume boost + invaluable experience
Success story: Last year's board created Umime.io